| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.042 | -0.514 |
|
Retracted Output
|
-0.249 | -0.126 |
|
Institutional Self-Citation
|
-1.371 | -0.566 |
|
Discontinued Journals Output
|
-0.235 | -0.415 |
|
Hyperauthored Output
|
-0.410 | 0.594 |
|
Leadership Impact Gap
|
1.162 | 0.284 |
|
Hyperprolific Authors
|
-1.413 | -0.275 |
|
Institutional Journal Output
|
-0.268 | -0.220 |
|
Redundant Output
|
0.158 | 0.027 |
Saint Joseph's University demonstrates a robust scientific integrity profile, reflected in an overall risk score of -0.417, which indicates a performance significantly stronger than the global average. The institution's primary strengths lie in its exceptionally low rates of institutional self-citation, hyperprolific authorship, and multiple affiliations, signaling a culture of transparency, external validation, and a focus on quality. These strengths are particularly relevant given the University's notable research performance in key areas such as Pharmacology, Toxicology and Pharmaceutics; Biochemistry, Genetics and Molecular Biology; and Medicine, as evidenced by SCImago Institutions Rankings data. This commitment to integrity directly supports the institutional mission to foster "personal excellence," "ethical decisions," and "critical thinking." However, two areas warrant strategic attention: a dependency on external partners for research impact and a tendency towards redundant publication. These vulnerabilities could subtly undermine the mission's goal of preparing students for "professional success" through self-sufficient and impactful scholarship. By addressing these specific challenges, the University can fully align its research enterprise with its distinguished Jesuit educational values, reinforcing its commitment to rigor and social responsibility.
The institution's Z-score of -1.042 is significantly lower than the national average of -0.514, indicating an exemplary standard of transparency. This absence of risk signals demonstrates a strong alignment with the national standard for affiliation management. While multiple affiliations can be a legitimate outcome of collaboration, the University's exceptionally low rate confirms that its affiliations are clear and purposeful, effectively avoiding any perception of strategic "affiliation shopping" designed to artificially inflate institutional credit.
With a Z-score of -0.249, the institution shows a lower rate of retracted publications compared to the national average of -0.126. This prudent profile suggests that the University's quality control and supervision processes are more rigorous than the national standard. Retractions can sometimes reflect responsible error correction, but this institution's low rate indicates that its pre-publication mechanisms are robust, effectively preventing systemic failures and upholding a culture of integrity that minimizes the need for post-publication corrections.
The institution exhibits an exceptionally low Z-score of -1.371 in institutional self-citation, far below the national average of -0.566. This result signals a profound level of academic openness and integration with the global scientific community. A certain level of self-citation is natural, but the University's minimal rate demonstrates that its research impact is validated by external scrutiny, not through internal "echo chambers." This confirms that the institution's academic influence is genuinely earned through broad community recognition, avoiding any risk of endogamous impact inflation.
The institution's Z-score of -0.235 indicates a low, but present, rate of publication in discontinued journals, diverging from the country's very low-risk profile (Z-score: -0.415). This slight divergence suggests a minor vulnerability in the selection of publication venues. A high proportion of output in such journals can be a critical alert regarding due diligence, exposing an institution to reputational risks from "predatory" or low-quality practices. While the risk is low, this signal warrants a reinforcement of information literacy and vetting processes to ensure all research is channeled through reputable media.
With a Z-score of -0.410, the institution maintains a low rate of hyper-authored publications, contrasting sharply with the medium-risk national average of 0.594. This demonstrates institutional resilience, suggesting that internal control mechanisms are effectively mitigating a systemic risk prevalent in the country. By ensuring that extensive author lists are reserved for legitimate, large-scale collaborations, the University successfully avoids the potential for author list inflation, thereby upholding individual accountability and transparency in its research contributions.
The institution presents a Z-score of 1.162, indicating a medium-risk gap that is significantly wider than the national average of 0.284. This high exposure suggests that the institution is more prone than its peers to relying on external partners for impact. A wide gap signals a sustainability risk, where scientific prestige may be dependent and exogenous rather than a result of structural, internal capacity. This finding invites a strategic reflection on how to bolster internally-led research to ensure that excellence metrics are a direct reflection of the institution's own intellectual leadership.
The institution's Z-score of -1.413 is exceptionally low, positioning it well above the national standard (Z-score: -0.275) in this area of integrity. This near-total absence of hyperprolific authors signals a healthy institutional culture that prioritizes quality and meaningful intellectual contribution over sheer publication volume. It strongly suggests that the University has effective safeguards against practices such as coercive or honorary authorship, ensuring that the integrity of its scientific record is paramount.
With a Z-score of -0.268, the institution's rate of publication in its own journals is in perfect synchrony with the national average of -0.220, both of which are at a very low-risk level. This total alignment with an environment of maximum scientific security demonstrates a firm commitment to independent, external peer review. By avoiding dependence on in-house journals, the University mitigates any potential conflicts of interest and ensures its research is validated through standard competitive channels, thereby enhancing its global visibility and credibility.
The institution's Z-score for redundant output is 0.158, a medium-risk value that indicates higher exposure compared to the national average of 0.027. This alert suggests a potential pattern of data fragmentation or "salami slicing," where studies may be divided into minimal publishable units to inflate productivity metrics. This practice can distort the scientific evidence base and overburden the peer-review system. It is advisable to review publication guidelines and author mentorship programs to encourage the dissemination of more comprehensive and significant research findings.